{
  "schema_version": 1,
  "title": "Repro - Beyond Text-to-SQL: Can LLMs Really Debug Enterprise ETL SQL?",
  "emoji": "🎯",
  "space_id": "binzhango/repro-beyond-text-to-sql-squirrel",
  "paper": {
    "arxiv_id": "2601.18119",
    "openreview_id": "4ltyJqAHMg"
  },
  "tags": [
    "icml2026-repro",
    "paper-4ltyJqAHMg"
  ],
  "updated_at": "2026-07-16T00:54:27+00:00",
  "root": {
    "slug": "index",
    "title": "Repro - Beyond Text-to-SQL: Can LLMs Really Debug Enterprise ETL SQL?",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "claim-1-benchmark-construction-and-scale",
        "title": "Claim 1: Benchmark construction and scale",
        "file": "pages/claim-1-benchmark-construction-and-scale/page.md",
        "children": []
      },
      {
        "slug": "claim-2-claude-4-sonnet-headline-scores",
        "title": "Claim 2: Claude-4-Sonnet headline scores",
        "file": "pages/claim-2-claude-4-sonnet-headline-scores/page.md",
        "children": []
      },
      {
        "slug": "claim-3-open-model-results-and-below-20-pattern",
        "title": "Claim 3: Open-model results and below-20 pattern",
        "file": "pages/claim-3-open-model-results-and-below-20-pattern/page.md",
        "children": []
      },
      {
        "slug": "claim-4-enterprise-sql-complexity",
        "title": "Claim 4: Enterprise SQL complexity",
        "file": "pages/claim-4-enterprise-sql-complexity/page.md",
        "children": []
      },
      {
        "slug": "gpu-toy-debugging-experiment",
        "title": "GPU toy debugging experiment",
        "file": "pages/gpu-toy-debugging-experiment/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Conclusion",
        "file": "pages/conclusion/page.md",
        "children": []
      },
      {
        "slug": "paper579-reproduction",
        "title": "paper579-reproduction",
        "file": "pages/paper579-reproduction/page.md",
        "children": []
      }
    ]
  },
  "agent_view_tokens": 4583,
  "revision": "1784163267530010000"
}